Normalization as a canonical neural computation

Carandini, Matteo, Heeger, David J.·2012·Nature Reviews Neuroscience

Cited by (1,001)

Items 201–300 of 1,001

  1. Complex Effects on In Vivo Visual Responses by Specific Projections from Mouse Cortical Layer 6 to Dorsal Lateral Geniculate Nucleus
    Daniel J. Denman, Diego Contreras · 2015 · Journal of Neuroscience
  2. Topographic connectivity reveals task-dependent retinotopic processing throughout the human brain
    Tomas H. J. Knapen · 2020 · Proceedings of the National Academy of Sciences
  3. Neuronal variability reflects probabilistic inference tuned to natural image statistics
    Dylan Festa, Amir Aschner, Aida Davila, Adam Kohn, Ruben Coen-Cagli · 2021 · Nature Communications
  4. The atoms of neural computation
    Gary Marcus, Adam Henry Marblestone, Thomas Dean · 2014 · Science
  5. Adaptation in sound localization: from GABAB receptor–mediated synaptic modulation to perception
    Annette Stange, Michael H. Myoga, Andrea Lingner, Marc C Ford, Olga Alexandrova, Felix Felmy, Michael Pecka, Ida Siveke, Benedikt Grothe · 2013 · Nature Neuroscience
  6. Audiovisual Modulation in Mouse Primary Visual Cortex Depends on Cross-Modal Stimulus Configuration and Congruency
    Guido T. Meijer, Jorrit Steven Montijn, Cyriel M. A. Pennartz, Carien S. Lansink · 2017 · Journal of Neuroscience
  7. Idealization and abstraction: refining the distinction
    Arnon Levy · 2018 · Synthese
  8. Stimulus complexity shapes response correlations in primary visual cortex
    Mihály Bányai, Andreea Lazăr, Liane Klein, Johanna Klon-Lipok, Marcell Stippinger, Wolf Singer, Gergő Orbán · 2019 · Proceedings of the National Academy of Sciences
  9. Confidence reports in decision-making with multiple alternatives violate the Bayesian confidence hypothesis
    Hsin-Hung Li, Wei Ji Ma · 2020 · Nature Communications
  10. On computational modeling of visual saliency: Examining what’s right, and what’s left
    Neil D. B. Bruce, Calden Wloka, Nick Frosst, Shafin Rahman, John K. Tsotsos · 2015 · Vision Research
  11. Multifeature-Based Surround Inhibition Improves Contour Detection in Natural Images
    Kai-Fu Yang, Chao-Yi Li, Yongjie Li · 2014 · IEEE Transactions on Image Processing
  12. Choice-correlated activity fluctuations underlie learning of neuronal category representation
    Tatiana A. Engel, Warasinee Chaisangmongkon, David J. Freedman, Xiao‐Jing Wang · 2015 · Nature Communications
  13. Asymmetry of Drosophila ON and OFF motion detectors enhances real-world velocity estimation
    Aljoscha Leonhardt, Georg Ammer, Matthias Meier, Etienne Serbe-Kamp, Armin Bahl, Alexander Borst · 2016 · Nature Neuroscience
  14. Multiple components of surround modulation in primary visual cortex: Multiple neural circuits with multiple functions?
    Lauri Nurminen, Alessandra Angelucci · 2014 · Vision Research
  15. Reference-point centering and range-adaptation enhance human reinforcement learning at the cost of irrational preferences
    Sophie Bavard, Maël P. Lebreton, Mehdi Khamassi, Giorgio Coricelli, Stefano Palminteri · 2018 · Nature Communications
  16. The Brain Abstracted
    M. Chirimuuta · 2024 · The MIT Press eBooks
  17. Feature-based attention enhances performance by increasing response gain
    Katrin Herrmann, David J. Heeger, Marisa Carrasco · 2012 · Vision Research
  18. Connecting neural codes with behavior in the auditory system of Drosophila
    Clemens, Jan, Girardin, Cyrille C., Coen, Philip, Guan, Xiao-Juan, Dickson, Barry J., Murthy, Mala · 2015 · Neuron
  19. Context-dependent outcome encoding in human reinforcement learning
    Stefano Palminteri, Maël P. Lebreton · 2021 · Current Opinion in Behavioral Sciences
  20. Functional modulation of primary visual cortex by the superior colliculus in the mouse
    Mehran Ahmadlou, Larry S. Zweifel, J. Alexander Heimel · 2018 · Nature Communications
  21. Suppression and facilitation of human neural responses
    Michael‐Paul Schallmo, Alex M. Kale, Rachel Millin, Anastasia V. Flevaris, Zoran Brkanac, Richard A.E. Edden, Raphael Bernier, Scott O. Murray · 2018 · eLife
  22. Area MT Encodes Three-Dimensional Motion
    Thaddeus B. Czuba, Alexander C. Huk, Lawrence K. Cormack, Adam Kohn · 2014 · Journal of Neuroscience
  23. Equalization of odor representations by a network of electrically coupled inhibitory interneurons
    Peixin Zhu, Thomas Frank, Rainer W. Friedrich · 2013 · Nature Neuroscience
  24. A Neural Signature of Divisive Normalization at the Level of Multisensory Integration in Primate Cortex
    Tomokazu Ohshiro, Dora E. Angelaki, Gregory C. DeAngelis · 2017 · Neuron
  25. Representation and computation in visual working memory
    Paul M. Bays, Sebastian Schneegans, Wei Ji Ma, Timothy F. Brady · 2024 · Nature Human Behaviour
  26. Cascaded Effects of Spatial Adaptation in the Early Visual System
    Neel T. Dhruv, Matteo Carandini · 2014 · Neuron
  27. Model-based cognitive neuroscience
    Thomas J. Palmeri, Bradley C. Love, Brandon M. Turner · 2016 · Journal of Mathematical Psychology
  28. The coherent organization of mental life depends on mechanisms for context-sensitive gain-control that are impaired in schizophrenia
    William A. Phillips, Steven M. Silverstein · 2013 · Frontiers in Psychology
  29. Learning relative values in the striatum induces violations of normative decision making
    Tilmann A. Klein, Markus Ullsperger, Gerhard Jocham · 2017 · Nature Communications
  30. Variability in visual cortex size reflects tradeoff between local orientation sensitivity and global orientation modulation
    Chen Song, Dietrich Samuel Schwarzkopf, Geraint E. Rees · 2013 · Nature Communications
  31. Optogenetic Activation of Dorsal Raphe Serotonin Neurons Rapidly Inhibits Spontaneous But Not Odor-Evoked Activity in Olfactory Cortex
    Eran Lottem, Magor L. Lörincz, Zachary F. Mainen · 2016 · Journal of Neuroscience
  32. Models of Neuronal Stimulus-Response Functions: Elaboration, Estimation, and Evaluation
    Arne F. Meyer, R. S. Williamson, Jennifer F. Linden, Maneesh Sahani · 2017 · Frontiers in Systems Neuroscience
  33. Perceptual straightening of natural videos
    Olivier J. Hénaff, Robbe L. T. Goris, Eero P. Simoncelli · 2019 · Nature Neuroscience
  34. Simultaneous multi-area recordings suggest that attention improves performance by reshaping stimulus representations
    Douglas A. Ruff, Marlene R. Cohen · 2019 · Nature Neuroscience
  35. Efficient Nonlinear Transforms for Lossy Image Compression
    Johannes Ballé · 2018 · Picture Coding Symposium
  36. Dynamic Signal Compression for Robust Motion Vision in Flies
    Michael S. Drews, Aljoscha Leonhardt, Nadezhda Pirogova, Florian G. Richter, Anna Schützenberger, Lukas Braun, Etienne Serbe-Kamp, Alexander Borst · 2020 · Current Biology
  37. The role of decision confidence in advice-taking and trust formation.
    Niccolò Pescetelli, Nick Yeung · 2020 · Journal of Experimental Psychology General
  38. Occipital alpha-band brain waves when the eyes are closed are shaped by ongoing visual processes
    Wiremu Hohaia, Blake William Saurels, Alan Johnston, Kielan Yarrow, Derek Henry Arnold · 2022 · Scientific Reports
  39. Analyzing the structure and function of neuronal circuits in zebrafish
    Rainer W. Friedrich, Christel Genoud, Adrian Andreas Wanner · 2013 · Frontiers in Neural Circuits
  40. Cell Types, Circuits, and Receptive Fields in the Mouse Visual Cortex
    Cristopher M. Niell · 2015 · Annual Review of Neuroscience
  41. Perceptually optimized image rendering
    Valero Laparra, Alexander Berardino, Johannes Ballé, Eero P. Simoncelli · 2017 · Journal of the Optical Society of America A
  42. Free choice shapes normalized value signals in medial orbitofrontal cortex
    Hiroshi Yamada, Kenway Louie, Agnieszka Anna Tymula, Paul William Glimcher · 2018 · Nature Communications
  43. Primate optogenetics: Progress and prognosis
    Yasmine El-Shamayleh, Gregory D. Horwitz · 2019 · Proceedings of the National Academy of Sciences
  44. A dynamic normalization model of temporal attention
    Rachel N. Denison, Marisa Carrasco, David J. Heeger · 2021 · Nature Human Behaviour
  45. Adaptation in auditory processing
    Ben D. B. Willmore, Andrew J. King · 2022 · Physiological Reviews
  46. More is not always better: adaptive gain control explains dissociation between perception and action
    Claudio Simoncini, Laurent Perrinet, Anna Montagnini, Pascal Mamassian, Guillaume S. Masson · 2012 · Nature Neuroscience
  47. Superficial layer pyramidal cells communicate heterogeneously between multiple functional domains of cat primary visual cortex
    Kevan A. C. Martin, Stephan Roth, Elisha S. Rusch · 2014 · Nature Communications
  48. Parallel Signal Processing of a Wireless Pressure‐Sensing Platform Combined with Machine‐Learning‐Based Cognition, Inspired by the Human Somatosensory System
    Gunhee Lee, Jin‐Kwan Park, Junyoung Byun, Jun Chang Yang, Se Young Kwon, Chobi Kim, Chorom Jang, Joo Yong Sim, Jong‐Gwan Yook, Steve Park · 2019 · Advanced Materials
  49. Slower Binocular Rivalry in the Autistic Brain
    Alina C. Spiegel, Jeff Mentch, Amanda J. Haskins, Caroline Elizabeth Robertson · 2019 · Current Biology
  50. Functional response properties of VIP-expressing inhibitory neurons in mouse visual and auditory cortex
    Lukas Mesik, Wenpei Ma, Lingyun Li, Leena Ali Ibrahim, Z. Josh Huang, Li I. Zhang, Huizhong Whit Tao · 2015 · Frontiers in Neural Circuits
  51. Cortical Correlates of Low-Level Perception: From Neural Circuits to Percepts
    Yves Frégnac, Brice Bathellier · 2015 · Neuron
  52. Dynamics of Normalization Underlying Masking in Human Visual Cortex
    Jeffrey J. Tsai, Alex R. Wade, Anthony M. Norcia · 2012 · Journal of Neuroscience
  53. Suppressive mechanisms in visual motion processing: From perception to intelligence
    Duje Tadin · 2015 · Vision Research
  54. Mind the Gap: Two Dissociable Mechanisms of Temporal Processing in the Auditory System
    Lucy Anne Anderson, Jennifer F. Linden · 2016 · Journal of Neuroscience
  55. Directed information exchange between cortical layers in macaque V1 and V4 and its modulation by selective attention
    Demetrio Ferro, Jochem van Kempen, Michael Boyd, Stefano Panzeri, Alexander Thiele · 2021 · Proceedings of the National Academy of Sciences
  56. The Nature of Physical Computation
    Shagrir, Oron · 2022
  57. An fMRI Study of Audiovisual Speech Perception Reveals Multisensory Interactions in Auditory Cortex
    Kayoko Okada, Jonathan Henry Venezia, William Matchin, Kourosh Saberi, Gregory S. Hickok · 2013 · PLoS ONE
  58. Precise visuomotor transformations underlying collective behavior in larval zebrafish
    Roy Harpaz, Minh Nguyet Nguyen, Armin Bahl, Florian Engert · 2021 · Nature Communications
  59. Altered Contextual Modulation of Primary Visual Cortex Responses in Schizophrenia
    Kiley J. Seymour, Timo Stein, Lia Lira Olivier Sanders, Matthias Guggenmos, Ines Theophil, Philipp Sterzer · 2013 · Neuropsychopharmacology
  60. New advances in understanding decisions among multiple alternatives
    Anne K. Churchland, Jochen Ditterich · 2012 · Current Opinion in Neurobiology
  61. Neural state space alignment for magnitude generalization in humans and recurrent networks
    Hannah Sheahan, Fabrice Luyckx, Stephanie Nelli, Clemens Teupe, Christopher Summerfield · 2021 · Neuron
  62. High-dimensional representation of texture in somatosensory cortex of primates
    Justin D. Lieber, Sliman J. Bensmaı̈a · 2019 · Proceedings of the National Academy of Sciences
  63. Deep Learning for Cognitive Neuroscience
    Katherine R. Storrs, Nikolaus Kriegeskorte · 2020 · The MIT Press eBooks
  64. Rationalizing Context-Dependent Preferences: Divisive Normalization and Neurobiological Constraints on Choice
    Ryan Webb, Paul William Glimcher, Kenway Louie · 2014 · Management Science
  65. A recurrent circuit implements normalization, simulating the dynamics of V1 activity
    David J. Heeger, Klavdia O. Zemlianova · 2020 · Proceedings of the National Academy of Sciences
  66. A map of decoy influence in human multialternative choice
    Tsvetomira Dumbalska, Vickie Li, Konstantinos Tsetsos, Christopher Summerfield · 2020 · Proceedings of the National Academy of Sciences
  67. Spectrotemporal Contrast Kernels for Neurons in Primary Auditory Cortex
    Neil C. Rabinowitz, Ben D. B. Willmore, Jan W. H. Schnupp, Andrew J. King · 2012 · Journal of Neuroscience
  68. Cortical-subcortical interactions in goal-directed behavior
    K. Guadalupe Cruz, Yi Ning Leow, Nhat Minh Le, Elie M. Adam, Rafiq Huda, Mriganka Sur · 2022 · Physiological Reviews
  69. Value-based attentional capture influences context-dependent decision-making
    Sirawaj Itthipuripat, Kexin Cha, Napat Rangsipat, John T. Serences · 2015 · Journal of Neurophysiology
  70. Dopamine Regulates Two Classes of Primate Prefrontal Neurons That Represent Sensory Signals
    Simon N. Jacob, Torben Ott, Andreas Nieder · 2013 · Journal of Neuroscience
  71. Dynamics of Local Input Normalization Result from Balanced Short- and Long-Range Intracortical Interactions in Area V1
    Alexandre Reynaud, Guillaume S. Masson, Frédéric Chavane · 2012 · Journal of Neuroscience
  72. Computing with a Canonical Neural Circuits Model with Pool Normalization and Modulating Feedback
    Tobias Brosch, Heiko Neumann B · 2014 · Neural Computation
  73. New Breakthroughs in Understanding the Role of Functional Interactions between the Neocortex and the Claustrum
    Solange Pezon Brown, Brian N. Mathur, Shawn R. Olsen, Pierre‐Hervé Luppi, Martha E. Bickford, Ami Citri · 2017 · Journal of Neuroscience
  74. To look or not to look: dissociating presaccadic and covert spatial attention
    Hsin-Hung Li, Nina M. Hanning, Marisa Carrasco · 2021 · Trends in Neurosciences
  75. Distal connectivity causes summation and division across mouse visual cortex
    Tatsuo K. Sato, Michael Häusser, Matteo Carandini · 2013 · Nature Neuroscience
  76. A neuronal theory of sequential economic choice
    Benjamin Y. Hayden, Rubén Moreno‐Bote · 2018 · Brain and Neuroscience Advances
  77. Discovering the Computational Relevance of Brain Network Organization
    Takuya Ito, Luke J. Hearne, Ravi D. Mill, Carrisa V. Cocuzza, Michael W. Cole · 2019 · Trends in Cognitive Sciences
  78. Retinal fundus image enhancement with image decomposition and visual adaptation
    Jianglan Wang, Yongjie Li, Kai-Fu Yang · 2020 · Computers in Biology and Medicine
  79. Tinnitus and hyperacusis: central noise, gain and variance
    Fan‐Gang Zeng · 2020 · Current Opinion in Physiology
  80. Different computations underlie overt presaccadic and covert spatial attention
    Hsin-Hung Li, Jasmine Pan, Marisa Carrasco · 2021 · Nature Human Behaviour
  81. Trial-to-trial, uncertainty-based adjustment of decision boundaries in visual categorization
    Qamar, Ahmad T., Cotton, R. James, George, Ryan G., Beck, Jeffrey M., Prezhdo, Eugenia, Laudano, Allison, Tolias, Andreas S., Ma, Wei Ji · 2013 · Proceedings of the National Academy of Sciences
  82. Attention-related changes in correlated neuronal activity arise from normalization mechanisms
    Bram-Ernst Verhoef, John H. R. Maunsell · 2017 · Nature Neuroscience
  83. Attentional modulation interacts with orientation anisotropies in contrast perception
    Ilona M. Bloem, Sam Ling · 2017 · Journal of Vision
  84. Fluctuations in instantaneous frequency predict alpha amplitude during visual perception
    Stephanie Nelli, Sirawaj Itthipuripat, Ramesh Srinivasan, John T. Serences · 2017 · Nature Communications
  85. Brain-inspired methods for achieving robust computation in heterogeneous mixed-signal neuromorphic processing systems
    Dmitrii Zendrikov, Sergio M. G. Solinas, Giacomo Indiveri · 2023 · Neuromorphic Computing and Engineering
  86. The place of human psychophysics in modern neuroscience
    Jenny C. A. Read · 2014 · Neuroscience
  87. Stimulus Dependence of Correlated Variability across Cortical Areas
    Douglas A. Ruff, Marlene R. Cohen · 2016 · Journal of Neuroscience
  88. Formal models and quantitative measures of multisensory integration: a selective overview
    Hans Colonius, Adele Diederich · 2017 · European Journal of Neuroscience
  89. Pairwise normalization: A neuroeconomic theory of multi-attribute choice
    Peter Landry, Ryan Webb · 2021 · Journal of Economic Theory
  90. One mechanism, many models: a distributed theory of mechanistic explanation
    Eric Hochstein · 2015 · Synthese
  91. Mechanisms for Stable, Robust, and Adaptive Development of Orientation Maps in the Primary Visual Cortex
    Jean-Luc R. Stevens, Judith S. Law, Ján Antolík, James A. Bednar · 2013 · Journal of Neuroscience
  92. A transformation from temporal to ensemble coding in a model of piriform cortex
    Merav Stern, Kevin A. Bolding, Larry F. Abbott, Kevin M. Franks · 2018 · eLife
  93. Temporal Dynamics of Neural Responses in Human Visual Cortex
    Iris I. A. Groen, Giovanni Piantoni, Stephanie Montenegro, Adeen Flinker, Sasha Devore, Orrin Devinsky, Werner Doyle, Patricia C. Dugan, Daniel J. Friedman, Nick F. Ramsey et al. · 2022 · Journal of Neuroscience
  94. Multiple timescales of normalized value coding underlie adaptive choice behavior
    Jan Zimmermann, Paul William Glimcher, Kenway Louie · 2018 · Nature Communications
  95. Decoding neural responses to temporal cues for sound localization
    Dan F. M. Goodman, Victor Benichoux, Romain Brette · 2013 · eLife
  96. A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond
    Neil D. B. Bruce, Christopher Catton, Saša Janjić · 2016 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  97. A segregated cortical stream for retinal direction selectivity
    Rune Nguyen Rasmussen, Akihiro Matsumoto, Monica Dahlstrup Sietam, Keisuke Yonehara · 2020 · Nature Communications
  98. Response-dependent dynamics of cell-specific inhibition in cortical networks in vivo
    El-Boustani, Sami, Sur, Mriganka · 2014 · Nature Communications
  99. Suppressive Traveling Waves Shape Representations of Illusory Motion in Primary Visual Cortex of Awake Primate
    Sandrine Chemla, Alexandre Reynaud, Matteo di Volo, Yann Zerlaut, Laurent Perrinet, Alain Destexhe A, Frédéric Chavane · 2019 · Journal of Neuroscience
  100. Neural circuits underlying auditory contrast gain control and their perceptual implications
    Michael Lohse, Victoria M. Bajo, Andrew J. King, Ben D. B. Willmore · 2020 · Nature Communications